Data Modeling Using Vital Sign Dynamics for In-hospital Mortality Classification in Patients with Acute Coronary Syndrome

Data Modeling Using Vital Sign Dynamics for In-hospital Mortality Classification in Patients with Acute Coronary Syndrome

Objectives This study compared feature selection by machine learning or expert recommendation in the performance of classification models for in-hospital mortality among patients with acute coronary syndrome (ACS) who underwent percutaneous coronary intervention (PCI). Methods A dataset of 1,123 pat...

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Bibliographic Details
Main Authors: Sarawuth Limprasert, Ajchara Phu-ang
Format: Article
Language:English
Published: The Korean Society of Medical Informatics 2023-04-01
Series:Healthcare Informatics Research
Subjects:
acute coronary syndrome
machine learning
mortality
vital sign
data mining
Online Access:http://e-hir.org/upload/pdf/hir-2023-29-2-120.pdf

Internet

http://e-hir.org/upload/pdf/hir-2023-29-2-120.pdf

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